Product - Technology

AI-Powered Water Analysis

Wint’s technology is built on three core pillars: advanced AI algorithms, deep expertise in in-building water systems, and the industry’s largest dataset of real-world flow patterns. Together, they deliver precise, reliable, and scalable water intelligence.

Smart analysis. Real water intelligence.

Water systems are dynamic. Detecting issues means understanding how water flows, knowing what’s normal, and identifying when something is not.

Wint’s technology is built around three core capabilities:

Anomaly Detection at the Flow Level

We go beyond basic leak detection - identifying unusual patterns in real time, from a pinhole drip in a pipe to a stuck toilet or HVAC pipe break.

Context-Aware Flow Analysis

Our algorithms understand the difference between “good” and “bad” flow within the context of the specific water system and asset type. Whether it’s a hotel room, a riser in a commercial building, a cooling tower, etc.

Adaptive AI Models Trained for Real-Life Complexity

Every building is different. Our AI was developed with 10’s of millions of hours of flow data. It continuously learns and adapts to the flows on each water system, improving accuracy and adopting to changing conditions with every data point.

A decade of water data. Built into every decision.

Wint’s AI is powered by one of the most comprehensive water datasets in the world, enabling industry-leading accuracy in detecting risk and preventing damage.

Our AI is trained on:

Tens of millions of hours of real water flow

Every type of system, from main lines to HVAC and domestic hot water

Global deployments with continuous learning and adaptation

The result: unmatched precision, proven reliability, and smarter water management across your entire portfolio.

How it works: The science of water flow

Wint tracks the distinctive patterns created by water as it moves through pipes. Over time, our system learns what’s normal for a given location. That means we can precisely detect when something’s off, whether it’s a burst pipe, a running faucet, or a slow, silent leak behind the wall.

Water flow
Water-flow diagram of a stuck toilet

Want more examples? We’ve analyzed every type of water system — from main supply lines, to a hospital’s domestic hot water, and HVAC loops in commercial buildings.

The Wint advantage

Built-in autonomy. Built for the real world.

Wint’s devices don’t rely on cloud connectivity to operate – they’re designed for resilience, speed, and security in mission-critical environments.

Key Capabilities: